Customer Support Tickets → AI Classification → Auto-Route to Teams
Automatically categorize and route incoming support tickets using semantic embeddings, ensuring customers reach the right specialist faster.
Workflow Steps
Zendesk or Intercom
Capture new support tickets
Set up a webhook or trigger in your support platform to capture new incoming tickets with their subject line, description, and any initial customer information.
Embedist
Generate ticket embeddings for classification
Send the ticket content to Embedist to generate vector embeddings. Create a classification system by comparing new ticket embeddings against pre-labeled examples (billing issues, technical problems, feature requests, etc.).
Zapier
Process classification results and route tickets
Use Zapier to receive the classification from Embedist and automatically assign tickets to the appropriate team or agent based on the semantic category. Set up conditional logic for confidence thresholds.
Slack
Notify relevant teams with context
Send notifications to the assigned team's Slack channel with the ticket summary, confidence score, and why it was routed to them. Include a direct link to the ticket for immediate action.
Workflow Flow
Step 1
Zendesk or Intercom
Capture new support tickets
Step 2
Embedist
Generate ticket embeddings for classification
Step 3
Zapier
Process classification results and route tickets
Step 4
Slack
Notify relevant teams with context
Why This Works
Embedist's semantic understanding goes beyond keyword matching to truly understand ticket intent, while Zapier handles the routing logic and Slack ensures immediate team notification.
Best For
Automatically routing customer support tickets to the right team based on semantic understanding
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